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Artificial Intelligence for Enhanced Diagnosis in Oncology

Editat de Gowhar Rashid, Zainab Siddiqui, Ashwin Kotnis, Wael Hafez
en Limba Engleză Paperback – mai 2026
“Artificial Intelligence for Enhanced Diagnosis in Oncology” explores the transformative role of AI in cancer care, examining its applications across various domains. The book introduces key AI technologies, such as machine learning and natural language processing, and discusses the challenges and opportunities they present in oncology. Each chapter focuses on specific areas where AI has significant impact, including early cancer screening, diagnosis, pathology, surgical oncology, and imaging. Readers will learn how AI improves precision in treatment, optimizes clinical trial designs, and accelerates drug discovery while addressing critical issues like predicting adverse drug reactions and assessing cancer risks. Emphasizing personalized oncology, the book also highlights innovative approaches to patient education and engagement. Concluding with insights on emerging trends and ethical considerations, this resource is essential for researchers, clinicians, and healthcare professionals committed to advancing cancer care through AI technologies.

• Provides a thorough analysis of how Artificial Intelligence is utilized across various domains of oncology, including early cancer screening, diagnosis, pathology, surgical oncology, and imaging • Emphasizes the importance of personalized treatment approaches, showcasing innovative strategies that integrate AI with genomic, proteomic, and phenotypic data to tailor cancer care to individual patients • offers forward-looking perspectives on the future of AI in oncology, addressing emerging trends and ethical issues that are crucial for researchers and clinicians navigating the evolving landscape of cancer care
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Specificații

ISBN-13: 9780443450044
ISBN-10: 0443450048
Pagini: 286
Dimensiuni: 216 x 276 mm
Editura: ELSEVIER SCIENCE

Cuprins

1. Artificial Intelligence in Oncology: An Introduction
2. AI in Early Cancer Screening
3. AI in Cancer Diagnosis and Prognosis
4. AI-Driven Pathology: Transforming Histopathological Analysis
5. Liquid Biopsy and AI: Identifying Cancer Signatures
6. AI in Surgical Oncology
7. Artificial Intelligence in Cancer Imaging
8. AI and Radiomics: Enhancing Precision Oncology
9. AI in Cancer Clinical Trials: Enhancing Study Design and Patient Selection
10. AI in Designing Novel Cancer Treatments
11. AI for Personalized Oncology: Tailoring Treatments to Individual Patients
12. AI in Predicting Adverse Drug Reactions, Surgical Outcomes, and Radiotherapy Responses
13. AI in Cancer Risk Assessment
14. Artificial Intelligence and Sepsis in Cancer Patients: Identifying Risk and Predicting Mortality
15. AI in Cancer Education and Screening: Improving Patient Awareness and Quality of Life
16. The Future of AI in Oncology: Trends and Innovations